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,RESULT,int_param,float_param,int_param_two,choice_param
0,1772342091,2,42a2f43e-0f65-4cd8-a04b-02c9029ce381,1772342093,1772342099,6,./.tests/optimization_example --int_param='-80' --float_param='-72.76796460151672363281' --choice_param='4' --int_param_two='-31',0,,runnervmnelt9,-80,-31,-72.7679646015167236328125,4,0_0,COMPLETED,SOBOL,-145751.483182627998758107423782348633,-80,-72.7679646015167236328125,-31,4
1,1772342102,1,42a2f43e-0f65-4cd8-a04b-02c9029ce381,1772342103,1772342109,6,./.tests/optimization_example --int_param='-5' --float_param='-13.69957386516034603119' --choice_param='1' --int_param_two='-85',0,,runnervmnelt9,-5,-85,-13.69957386516034603118896484375,1,1_0,COMPLETED,SOBOL,-84944.060627385901170782744884490967,-5,-13.69957386516034603118896484375,-85,1
========================================================================
Current git-hash: 747fe7706a7fd36667018db94e6396efbd886d4b (version: 9271)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 03-01 05:14:48] 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]`.
Run-UUID: 449c86a7-5ec1-45dc-bc07-f9a24d14f2e7
_________________________________________________
/ \
| OmniOpt2 - Dialing in parameters like Homer Simps |
| on at an all-you-can-eat buffet - endless tweaks! |
\ /
=================================================
\
\
\
\
__---__
_- /--______
__--( / \ )XXXXXXXXXXX\v.
.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
/XXXXX( )--_ XXXXXXXXXXX\
/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
XXXXXX__/ XXXXXX \__---->
---___ XXX__/ XXXXXX \__ /
\- --__/ ___/\ XXXXXX / ___--/=
\-\ ___/ XXXXXX '--- XXXXXX
\-\/XXX\ XXXXXX /XXXXX
\XXXXXXXXX \ /XXXXX/
\XXXXXX > _/XXXXX/
\XXXXX--__/ __-- XXXX/
-XXXXXXXX--------------- XXXXXX-
\XXXXXXXXXXXXXXXXXXXXXXXXXX/
""VXXXXXXXXXXXXXXXXXXV""
omniopt --config_toml=.tests/example_config_cpu.toml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/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=__main__tests__&run_nr=42 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -100 │ 10 │ │ int │ No │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -80 │ -31 │ -72.76796460151672 │ 4 │ -80 │ -72.76796460151672 │ -31 │ 4 │ -145751.483182628 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-03-01 05:14:51 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, Started OmniOpt2 run...
2026-03-01 05:14:51 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, getting new HP set (no sbatch)
2026-03-01 05:14:51 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-03-01 05:14:51 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, eval #1/1 start
2026-03-01 05:14:51 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, starting new job
2026-03-01 05:14:51 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, started new job
2026-03-01 05:15:00 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, new result: RESULT: -145751.483183
2026-03-01 05:15:01 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, finishing jobs, finished 1 job
2026-03-01 05:15:02 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, getting new HP set (no sbatch)
2026-03-01 05:15:02 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, requested 1 jobs, got 1, 0.06 s/job
2026-03-01 05:15:02 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, eval #1/1 start
2026-03-01 05:15:02 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, starting new job
2026-03-01 05:15:02 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, started new job
2026-03-01 05:15:11 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, new result: RESULT: -84944.060627
2026-03-01 05:15:12 (42a2f43e-0f65-4cd8-a04b-02c9029ce381): SOBOL, best RESULT: -145751.483182628, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1772342089,764.8515625,28.3
