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
0,1767522893,2,94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2,1767522895,1767522901,6,./.tests/optimization_example --int_param='-65' --float_param='-32.26349234580993652344' --choice_param='16' --int_param_two='1',0,,runnervmdwttx,-65,1,-32.2634923458099365234375,16,0_0,COMPLETED,SOBOL,-64753.798618062399327754974365234375,-65,-32.2634923458099365234375,1,16
1,1767522904,2,94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2,1767522906,1767522912,6,./.tests/optimization_example --int_param='-1' --float_param='-70.51371116191148757935' --choice_param='4' --int_param_two='-75',0,,runnervmdwttx,-1,-75,-70.513711161911487579345703125,4,1_0,COMPLETED,SOBOL,-120812.925734446005662903189659118652,-1,-70.513711161911487579345703125,-75,4
========================================================================
Current git-hash: edb9863eb2fefc8821e899eb9ec0c308568a7128 (last fully tested stable version 2 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 10:34:50] 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: e14cfc60-667e-48a8-847c-982c89562317
_________________________________________________
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| OmniOpt2 - Optimizing like Schrödinger’s cat—unti |
| l you look, it's both perfect and terrible. |
\ /
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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=800 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 │ -75 │ -70.51371116191149 │ 4 │ -1 │ -70.51371116191149 │ -75 │ 4 │ -120812.925734446 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 10:34:53 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, Started OmniOpt2 run...
2026-01-04 10:34:53 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, getting new HP set (no sbatch)
2026-01-04 10:34:53 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 10:34:53 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, eval #1/1 start
2026-01-04 10:34:53 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, starting new job
2026-01-04 10:34:53 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, started new job
2026-01-04 10:35:02 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, new result: RESULT: -64753.798618
2026-01-04 10:35:04 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, finishing jobs, finished 1 job
2026-01-04 10:35:04 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, getting new HP set (no sbatch)
2026-01-04 10:35:04 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, requested 1 jobs, got 1, 0.06 s/job
2026-01-04 10:35:04 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, eval #1/1 start
2026-01-04 10:35:04 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, starting new job
2026-01-04 10:35:04 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, started new job
2026-01-04 10:35:13 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -64753.7986180624, new result: RESULT: -120812.925734
2026-01-04 10:35:15 (94cf2e15-75d2-47b3-b6a2-3ceabbacd8b2): SOBOL, best RESULT: -120812.925734446, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767522890,756.8203125,28.5
