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
0,1762277344,2,19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446,1762277346,1762277352,6,./.tests/optimization_example --int_param='-79' --float_param='-34.10829126834869384766' --choice_param='2' --int_param_two='-98',0,,runnervmxu1zt,-79,-98,-34.10829126834869384765625,2,0_0,COMPLETED,SOBOL,-191340.304459300008602440357208251953,-79,-34.10829126834869384765625,-98,2
1,1762277355,2,19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446,1762277357,1762277363,6,./.tests/optimization_example --int_param='-21' --float_param='-52.46524999849498271942' --choice_param='8' --int_param_two='-35',0,,runnervmxu1zt,-21,-35,-52.465249998494975613994029117748,8,1_0,COMPLETED,SOBOL,-55807.469573895301437005400657653809,-21,-52.46524999849498271942138671875,-35,8
========================================================================
Current git-hash: 4a28738a034158e648d88394b7c99e219886729f (last fully tested stable version 3 commits ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 17:29:00] 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: a9638826-b696-4709-a5ff-39681b77d13b
_________________________________________________
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| OmniOpt2 - Hyperparameters: The Hitchcock thrille |
| r of machine learning. |
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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=186 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ -79 │ -98 │ -34.108291268348694 │ 2 │ -79 │ -34.108291268348694 │ -98 │ 2 │ -191340.3044593 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴─────────────────┘
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 17:29:04 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, Started OmniOpt2 run...
2025-11-04 17:29:04 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, getting new HP set (no sbatch)
2025-11-04 17:29:04 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 17:29:04 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, eval #1/1 start
2025-11-04 17:29:04 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, starting new job
2025-11-04 17:29:04 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, started new job
2025-11-04 17:29:13 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, new result: RESULT: -191340.304459
2025-11-04 17:29:15 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, finishing jobs, finished 1 job
2025-11-04 17:29:15 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, getting new HP set (no sbatch)
2025-11-04 17:29:15 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, requested 1 jobs, got 1, 0.04 s/job
2025-11-04 17:29:15 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, eval #1/1 start
2025-11-04 17:29:15 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, starting new job
2025-11-04 17:29:15 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, started new job
2025-11-04 17:29:24 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, new result: RESULT: -55807.469574
2025-11-04 17:29:26 (19b3fbea-ebdb-4d9d-a87d-0c1c1afa6446): SOBOL, best RESULT: -191340.3044593, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762277340,749.69140625,28.7
