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
0,1778322438,2,953476de-5fa9-44eb-83df-8a51bfa6700f,1778322440,1778322446,6,./.tests/optimization_example --int_param='-5' --float_param='-32.30580151081085205078' --choice_param='8' --int_param_two='-31',0,,runnervmeorf1,-5,-31,-32.305801510810844945353892398998,8,0_0,COMPLETED,SOBOL,-27913.348263640200457302853465080261,-5,-32.30580151081085205078125,-31,8
1,1778322449,2,953476de-5fa9-44eb-83df-8a51bfa6700f,1778322451,1778322457,6,./.tests/optimization_example --int_param='-88' --float_param='-99.61815402843058109283' --choice_param='4' --int_param_two='-90',0,,runnervmeorf1,-88,-90,-99.61815402843058109283447265625,4,1_0,COMPLETED,SOBOL,-285631.301523163972888141870498657227,-88,-99.61815402843058109283447265625,-90,4
========================================================================
Current git-hash: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (last fully tested stable version 1 commit ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:27:14] 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: 6e3fda58-d6d5-49d5-8251-90aec6b5a72c
_________________________________________________
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| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific! |
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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=170 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -88 │ -90 │ -99.61815402843058 │ 4 │ -88 │ -99.61815402843058 │ -90 │ 4 │ -285631.301523164 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-09 10:27:18 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, Started OmniOpt2 run...
2026-05-09 10:27:18 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, getting new HP set (no sbatch)
2026-05-09 10:27:18 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-05-09 10:27:18 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, eval #1/1 start
2026-05-09 10:27:18 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, starting new job
2026-05-09 10:27:18 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, started new job
2026-05-09 10:27:27 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, new result: RESULT: -27913.348264
2026-05-09 10:27:29 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, finishing jobs, finished 1 job
2026-05-09 10:27:29 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, getting new HP set (no sbatch)
2026-05-09 10:27:29 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, requested 1 jobs, got 1, 0.10 s/job
2026-05-09 10:27:29 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, eval #1/1 start
2026-05-09 10:27:29 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, starting new job
2026-05-09 10:27:29 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, started new job
2026-05-09 10:27:38 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -27913.3482636402, new result: RESULT: -285631.301523
2026-05-09 10:27:39 (953476de-5fa9-44eb-83df-8a51bfa6700f): SOBOL, best RESULT: -285631.301523164, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778322436,771.12890625,26.8
