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
0,1767524864,2,08636d57-312d-4762-b0fd-a8242f68cd94,1767524866,1767524872,6,./.tests/optimization_example --int_param='-34' --float_param='-25.930309295654296875' --choice_param='16' --int_param_two='-44',0,,runnervmdwttx,-34,-44,-25.930309295654296875,16,0_0,COMPLETED,SOBOL,-49946.960331248403235804289579391479,-34,-25.930309295654296875,-44,16
1,1767524875,1,08636d57-312d-4762-b0fd-a8242f68cd94,1767524876,1767524882,6,./.tests/optimization_example --int_param='-73' --float_param='-95.36553117446601390839' --choice_param='2' --int_param_two='-84',0,,runnervmdwttx,-73,-84,-95.365531174465999697531515266746,2,1_0,COMPLETED,SOBOL,-240317.318479326990200206637382507324,-73,-95.36553117446601390838623046875,-84,2
========================================================================
Current git-hash: fa78bbd92e7685b0abffcc8f9e982f6189f6b477 (last fully tested stable version 7 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:07:41] 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: 604c3d95-7c42-48b7-ba3f-749b34bf6b62
_____________________________________________
| OmniOpt2 - Because defaults are for amateurs. |
=============================================
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\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
omniopt --config_yaml=.tests/example_config_cpu.yaml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1
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=829 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -73 │ -84 │ -95.365531174466 │ 2 │ -73 │ -95.36553117446601 │ -84 │ 2 │ -240317.318479327 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 11:07:44 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, Started OmniOpt2 run...
2026-01-04 11:07:44 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:07:44 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 11:07:44 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, eval #1/1 start
2026-01-04 11:07:44 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, starting new job
2026-01-04 11:07:44 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, started new job
2026-01-04 11:07:53 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, new result: RESULT: -49946.960331
2026-01-04 11:07:55 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, finishing jobs, finished 1 job
2026-01-04 11:07:55 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, getting new HP set (no sbatch)
2026-01-04 11:07:55 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, requested 1 jobs, got 1, 0.06 s/job
2026-01-04 11:07:55 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, eval #1/1 start
2026-01-04 11:07:55 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, starting new job
2026-01-04 11:07:55 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, started new job
2026-01-04 11:08:04 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -49946.9603312484, new result: RESULT: -240317.318479
2026-01-04 11:08:05 (08636d57-312d-4762-b0fd-a8242f68cd94): SOBOL, best RESULT: -240317.318479327, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767524861,756.87890625,28.5
