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
0,1777668374,2,cff4caad-9124-4717-a799-35406e45d3c7,1777668376,1777668382,6,./.tests/optimization_example --int_param='-18' --float_param='-0.49941301345825195312' --choice_param='hallo' --int_param_two='-34',0,,runnervmrc6n4,-18,-34,-0.499413013458251897613848768742,hallo,0_0,COMPLETED,SOBOL,-21013.755434925900772213935852050781,-18,-0.499413013458251953125,-34,hallo
1,1777668385,1,cff4caad-9124-4717-a799-35406e45d3c7,1777668386,1777668392,6,./.tests/optimization_example --int_param='-74' --float_param='-52.79995721764862537384' --choice_param='1' --int_param_two='-53',0,,runnervmrc6n4,-74,-53,-52.799957217648632479267689632252,1,1_0,COMPLETED,SOBOL,-129389.270543620004900731146335601807,-74,-52.79995721764862537384033203125,-53,1
========================================================================
Current git-hash: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (last fully tested stable version 4 commits ago [3669a7dd9138090647baf283e6316589853bd460, 9282])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 20:46:12] 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: d314e968-8d4f-48b8-88b1-4ef7b02620da
_________________________________________________
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| OmniOpt2 - Hyperparameter tuning: part science, p |
| art sorcery. |
\ /
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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=111 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -74 │ -53 │ -52.79995721764863 │ 1 │ -74 │ -52.799957217648625 │ -53 │ 1 │ -129389.27054362 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-01 20:46:14 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, Started OmniOpt2 run...
2026-05-01 20:46:14 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, getting new HP set (no sbatch)
2026-05-01 20:46:14 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-01 20:46:14 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, eval #1/1 start
2026-05-01 20:46:14 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, starting new job
2026-05-01 20:46:14 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, started new job
2026-05-01 20:46:23 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, new result: RESULT: -21013.755435
2026-05-01 20:46:24 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, finishing jobs, finished 1 job
2026-05-01 20:46:24 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, getting new HP set (no sbatch)
2026-05-01 20:46:24 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, requested 1 jobs, got 1, 0.06 s/job
2026-05-01 20:46:24 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, eval #1/1 start
2026-05-01 20:46:25 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, starting new job
2026-05-01 20:46:25 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, started new job
2026-05-01 20:46:34 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -21013.7554349259, new result: RESULT: -129389.270544
2026-05-01 20:46:35 (cff4caad-9124-4717-a799-35406e45d3c7): SOBOL, best RESULT: -129389.27054362, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1777668373,740.78515625,28.2
