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
0,1767524735,2,34de888f-98d2-452f-9fc2-f4941dc9ac83,1767524737,1767524743,6,./.tests/optimization_example --int_param='2' --float_param='-94.15752261877059936523' --choice_param='16' --int_param_two='-43',0,,runnervmdwttx,2,-43,-94.157522618770613576089090202004,16,0_0,COMPLETED,SOBOL,-122551.062918919997173361480236053467,2,-94.157522618770599365234375,-43,16
1,1767524746,2,34de888f-98d2-452f-9fc2-f4941dc9ac83,1767524748,1767524754,6,./.tests/optimization_example --int_param='-54' --float_param='-25.30599873512983322144' --choice_param='4' --int_param_two='-81',0,,runnervmdwttx,-54,-81,-25.305998735129836774149225675501,4,1_0,COMPLETED,SOBOL,-117425.455593336999299935996532440186,-54,-25.305998735129833221435546875,-81,4
========================================================================
Current git-hash: 180ade88924f65eb827019be7574720f939dc099 (last fully tested stable version 6 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:05:32] 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: 16d3f7ad-8cc1-4b70-a2fb-a8124b5659cd
_________________________________________________
/ \
| OmniOpt2 - Open the third eye of optimization – t |
| he truth is in the numbers. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=822 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 2 │ -43 │ -94.15752261877061 │ 16 │ 2 │ -94.1575226187706 │ -43 │ 16 │ -122551.06291892 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┘
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 11:05:35 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, Started OmniOpt2 run...
2026-01-04 11:05:35 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:05:35 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 11:05:35 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, eval #1/1 start
2026-01-04 11:05:35 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, starting new job
2026-01-04 11:05:35 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, started new job
2026-01-04 11:05:44 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, new result: RESULT: -122551.062919
2026-01-04 11:05:46 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, finishing jobs, finished 1 job
2026-01-04 11:05:46 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, getting new HP set (no sbatch)
2026-01-04 11:05:46 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, requested 1 jobs, got 1, 0.06 s/job
2026-01-04 11:05:46 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, eval #1/1 start
2026-01-04 11:05:46 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, starting new job
2026-01-04 11:05:46 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, started new job
2026-01-04 11:05:55 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, new result: RESULT: -117425.455593
2026-01-04 11:05:56 (34de888f-98d2-452f-9fc2-f4941dc9ac83): SOBOL, best RESULT: -122551.06291892, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767524732,756.43359375,28.6
