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
0,1772003021,2,c38e8d02-608e-4eb4-9396-ebc7cb00ff63,1772003023,1772003029,6,./.tests/optimization_example --int_param='-54' --float_param='7.05516934394836425781' --choice_param='8' --int_param_two='-41',0,,runnervmwffz4,-54,-41,7.0551693439483642578125,8,0_0,COMPLETED,SOBOL,-56038.357210323098115622997283935547,-54,7.0551693439483642578125,-41,8
1,1772003032,2,c38e8d02-608e-4eb4-9396-ebc7cb00ff63,1772003034,1772003040,6,./.tests/optimization_example --int_param='1' --float_param='-67.74147829972207546234' --choice_param='hallo' --int_param_two='-96',0,,runnervmwffz4,1,-96,-67.74147829972207546234130859375,hallo,1_0,COMPLETED,SOBOL,-154586.946652289014309644699096679688,1,-67.74147829972207546234130859375,-96,hallo
========================================================================
Current git-hash: bc2822b1871df4b2070f47480f70b1dd5f2faec4 (last fully tested stable version 1 commit ago [95422d9ad480c2b42aa4c975f8aa23637f180e31, 9267])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:03:37] ax.storage.sqa_store.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: 84295d70-e0c5-444f-b256-04a408d7cbbd
___________________________________________
| OmniOpt2 - Like a hyperparameter whisperer. |
===========================================
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omniopt --config_json=.tests/example_config_cpu.json --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2
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=35 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 1 │ -96 │ -67.74147829972208 │ hallo │ 1 │ -67.74147829972208 │ -96 │ hallo │ -154586.946652289 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-25 07:03:41 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, Started OmniOpt2 run...
2026-02-25 07:03:41 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, getting new HP set (no sbatch)
2026-02-25 07:03:41 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-25 07:03:41 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, eval #1/1 start
2026-02-25 07:03:41 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, starting new job
2026-02-25 07:03:42 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, started new job
2026-02-25 07:03:51 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, new result: RESULT: -56038.357210
2026-02-25 07:03:52 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, finishing jobs, finished 1 job
2026-02-25 07:03:52 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, getting new HP set (no sbatch)
2026-02-25 07:03:52 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, requested 1 jobs, got 1, 0.11 s/job
2026-02-25 07:03:52 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, eval #1/1 start
2026-02-25 07:03:52 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, starting new job
2026-02-25 07:03:52 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, started new job
2026-02-25 07:04:01 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -56038.3572103231, new result: RESULT: -154586.946652
2026-02-25 07:04:03 (c38e8d02-608e-4eb4-9396-ebc7cb00ff63): SOBOL, best RESULT: -154586.946652289, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1772003019,794.1875,27
