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
0,1771133263,2,71bba1ab-3361-4893-b510-af9549a7afed,1771133265,1771133271,6,./.tests/optimization_example --int_param='-56' --float_param='-77.01104015111923217773' --choice_param='hallo' --int_param_two='9',0,,runnervmjduv7,-56,9,-77.011040151119232177734375,hallo,0_0,COMPLETED,SOBOL,-105379.827066685000318102538585662842,-56,-77.011040151119232177734375,9,hallo
1,1771133274,1,71bba1ab-3361-4893-b510-af9549a7afed,1771133275,1771133282,7,./.tests/optimization_example --int_param='-28' --float_param='6.68594137765467166901' --choice_param='16' --int_param_two='-99',0,,runnervmjduv7,-28,-99,6.68594137765467166900634765625,16,1_0,COMPLETED,SOBOL,-119632.543983288996969349682331085205,-28,6.68594137765467166900634765625,-99,16
========================================================================
Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-15 05:27:39] 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: 87760fb0-6b55-4e56-a36d-24ca28bb8479
_________________________________________________
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| OmniOpt2 - Climbing the hyperparameter mountain.. |
| . Montana Sacra style! |
\ /
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<----|====O)))==) \) /====
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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=10 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -28 │ -99 │ 6.685941377654672 │ 16 │ -28 │ 6.685941377654672 │ -99 │ 16 │ -119632.543983289 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-15 05:27:43 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, Started OmniOpt2 run...
2026-02-15 05:27:43 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, getting new HP set (no sbatch)
2026-02-15 05:27:43 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-15 05:27:43 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, eval #1/1 start
2026-02-15 05:27:43 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, starting new job
2026-02-15 05:27:43 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, started new job
2026-02-15 05:27:52 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, new result: RESULT: -105379.827067
2026-02-15 05:27:53 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, finishing jobs, finished 1 job
2026-02-15 05:27:54 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, getting new HP set (no sbatch)
2026-02-15 05:27:54 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, requested 1 jobs, got 1, 0.09 s/job
2026-02-15 05:27:54 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, eval #1/1 start
2026-02-15 05:27:54 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, starting new job
2026-02-15 05:27:54 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, started new job
2026-02-15 05:28:03 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -105379.827066685, new result: RESULT: -119632.543983
2026-02-15 05:28:04 (71bba1ab-3361-4893-b510-af9549a7afed): SOBOL, best RESULT: -119632.543983289, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1771133261,793.74609375,26.9
