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
0,1771854154,2,f1098e34-24b6-459d-93f3-6be0ca20994c,1771854156,1771854162,6,./.tests/optimization_example --int_param='0' --float_param='-62.17940926551818847656' --choice_param='4' --int_param_two='-23',0,,runnervmwffz4,0,-23,-62.179409265518181371135142398998,4,0_0,COMPLETED,SOBOL,-53210.050292639898543711751699447632,0,-62.1794092655181884765625,-23,4
1,1771854165,2,f1098e34-24b6-459d-93f3-6be0ca20994c,1771854167,1771854173,6,./.tests/optimization_example --int_param='-59' --float_param='8.48205144517123699188' --choice_param='1' --int_param_two='-69',0,,runnervmwffz4,-59,-69,8.48205144517123699188232421875,1,1_0,COMPLETED,SOBOL,-95569.366822668205713853240013122559,-59,8.48205144517123699188232421875,-69,1
========================================================================
Current git-hash: 546675340658df385b457111e2ecbf4badc7ab84 (last fully tested stable version 4 commits ago [58c866c868c07da88eccea8bc47a8de539dae9f1, 9260])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-23 13:42:28] 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: 3695c09b-e821-4d58-b3c7-208df50a896e
_________________________________________________
/ \
| OmniOpt2 - Fine-tuning on a quantum level – Schrö |
| dinger’s hyperparameter. |
\ /
=================================================
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/- _ `-/ '
(/\/ \ \ /\
/ / | ` \
O O ) / |
`-^--'`< '
(_.) _ ) /
`.___/` /
`-----' /
<----. __ / __ \
<----|====O)))==) \) /====
<----' `--' `.__,' \
| |
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______( (_ / \______
,' ,-----' | \
`--{__________) \/
omniopt --config_toml=.tests/example_config_cpu.toml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/0
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=21 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -59 │ -69 │ 8.482051445171237 │ 1 │ -59 │ 8.482051445171237 │ -69 │ 1 │ -95569.3668226682 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-23 13:42:34 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, Started OmniOpt2 run...
2026-02-23 13:42:34 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, getting new HP set (no sbatch)
2026-02-23 13:42:34 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-23 13:42:34 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, eval #1/1 start
2026-02-23 13:42:34 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, starting new job
2026-02-23 13:42:34 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, started new job
2026-02-23 13:42:43 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, new result: RESULT: -53210.050293
2026-02-23 13:42:45 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, finishing jobs, finished 1 job
2026-02-23 13:42:45 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, getting new HP set (no sbatch)
2026-02-23 13:42:45 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, requested 1 jobs, got 1, 0.11 s/job
2026-02-23 13:42:45 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, eval #1/1 start
2026-02-23 13:42:45 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, starting new job
2026-02-23 13:42:46 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, started new job
2026-02-23 13:42:55 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -53210.0502926399, new result: RESULT: -95569.366823
2026-02-23 13:42:56 (f1098e34-24b6-459d-93f3-6be0ca20994c): SOBOL, best RESULT: -95569.3668226682, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1771854150,793.74609375,26.9
