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
0,1761034987,2,88d6577a-47bf-4566-9dc4-28dedb144729,1761034989,1761034995,6,./.tests/optimization_example --int_param='2' --float_param='-30.52154541015625' --choice_param='4' --int_param_two='-18',0,,runnervmnfq8z,2,-18,-30.52154541015625,4,0_0,COMPLETED,SOBOL,-18037.121883257899753516539931297302,2,-30.52154541015625,-18,4
1,1761034998,2,88d6577a-47bf-4566-9dc4-28dedb144729,1761035000,1761035006,6,./.tests/optimization_example --int_param='-98' --float_param='-51.28615288995206356049' --choice_param='16' --int_param_two='-67',0,,runnervmnfq8z,-98,-67,-51.28615288995206356048583984375,16,1_0,COMPLETED,SOBOL,-190651.030071510991547256708145141602,-98,-51.28615288995206356048583984375,-67,16
========================================================================
Current git-hash: 63e807fc69b6d664197862121120493d1af21f37 (last fully tested stable version 8 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:23:06] 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: d8a297ec-2a3c-46d3-8153-79fb29e14b52
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific! |
\ /
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.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
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/XXXXX/ ( O ) XXXXXX \XXXXX\
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\- --__/ ___/\ XXXXXX / ___--/=
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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=30 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -98 │ -67 │ -51.286152889952064 │ 16 │ -98 │ -51.286152889952064 │ -67 │ 16 │ -190651.030071511 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-21 08:23:07 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, Started OmniOpt2 run...
2025-10-21 08:23:07 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:23:07 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:23:07 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, eval #1/1 start
2025-10-21 08:23:07 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, starting new job
2025-10-21 08:23:08 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, started new job
2025-10-21 08:23:17 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, new result: -18037.1218832579
2025-10-21 08:23:18 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, finishing jobs, finished 1 job
2025-10-21 08:23:18 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, getting new HP set (no sbatch)
2025-10-21 08:23:18 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, requested 1 jobs, got 1, 0.06 s/job
2025-10-21 08:23:18 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, eval #1/1 start
2025-10-21 08:23:18 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, starting new job
2025-10-21 08:23:18 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, started new job
2025-10-21 08:23:27 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -18037.1218832579, new result: -190651.030071511
2025-10-21 08:23:29 (88d6577a-47bf-4566-9dc4-28dedb144729): SOBOL, best RESULT: -190651.030071511, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761034987,754.18359375,24.1
