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
0,1762279126,2,d84a0132-0071-4714-a1a8-02d30a415497,1762279128,1762279134,6,./.tests/optimization_example --int_param='-33' --float_param='-41.49983286857604980469' --choice_param='16' --int_param_two='-12',0,,runnervmf2e7y,-33,-12,-41.4998328685760498046875,16,0_0,COMPLETED,SOBOL,-40456.064568055102427024394273757935,-33,-41.4998328685760498046875,-12,16
1,1762279138,2,d84a0132-0071-4714-a1a8-02d30a415497,1762279140,1762279146,6,./.tests/optimization_example --int_param='-65' --float_param='-78.03020582534372806549' --choice_param='4' --int_param_two='-81',0,,runnervmf2e7y,-65,-81,-78.030205825343713854636007454246,4,1_0,COMPLETED,SOBOL,-191393.070793988998048007488250732422,-65,-78.03020582534372806549072265625,-81,4
========================================================================
Current git-hash: fec5d58fa5ec24fe05b8c00277465cf7337d39f5 (last fully tested stable version 7 commits ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 17:58:31] 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: d7498aa0-ba5c-430e-beee-06c76a7521d3
_________________________________________________
/ \
| OmniOpt2 - Grid search? Please, I’m doing ballet |
| through parameter space. |
\ /
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/ / \/ \ \
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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=218 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -65 │ -81 │ -78.03020582534371 │ 4 │ -65 │ -78.03020582534373 │ -81 │ 4 │ -191393.070793989 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 17:58:46 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, Started OmniOpt2 run...
2025-11-04 17:58:46 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, getting new HP set (no sbatch)
2025-11-04 17:58:46 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 17:58:46 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, eval #1/1 start
2025-11-04 17:58:46 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, starting new job
2025-11-04 17:58:46 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, started new job
2025-11-04 17:58:55 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, new result: RESULT: -40456.064568
2025-11-04 17:58:58 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, finishing jobs, finished 1 job
2025-11-04 17:58:58 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, getting new HP set (no sbatch)
2025-11-04 17:58:58 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, requested 1 jobs, got 1, 0.06 s/job
2025-11-04 17:58:58 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, eval #1/1 start
2025-11-04 17:58:58 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, starting new job
2025-11-04 17:58:58 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, started new job
2025-11-04 17:59:07 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -40456.0645680551, new result: RESULT: -191393.070794
2025-11-04 17:59:09 (d84a0132-0071-4714-a1a8-02d30a415497): SOBOL, best RESULT: -191393.070793989, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762279112,775.48046875,27
