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
0,1767523819,2,3b0f4bfc-0f48-427a-92f2-173226fe8912,1767523821,1767523827,6,./.tests/optimization_example --int_param='-4' --float_param='-85.03923043608665466309' --choice_param='8' --int_param_two='-37',0,,runnervmh13bl,-4,-37,-85.0392304360866546630859375,8,0_0,COMPLETED,SOBOL,-99489.950175227102590724825859069824,-4,-85.0392304360866546630859375,-37,8
1,1767523833,2,3b0f4bfc-0f48-427a-92f2-173226fe8912,1767523835,1767523841,6,./.tests/optimization_example --int_param='-79' --float_param='-1.90992033109068870544' --choice_param='16' --int_param_two='-72',0,,runnervmh13bl,-79,-72,-1.9099203310906887054443359375,16,1_0,COMPLETED,SOBOL,-131275.189989820006303489208221435547,-79,-1.9099203310906887054443359375,-72,16
========================================================================
Current git-hash: 267ac62ba995c36b5a9896ed7c0d759c5dca5786 (last fully tested stable version 4 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 10:50:14] 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: 1403c16a-21fe-4074-a1b8-5bcae25e9c3f
_________________________________________________
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| OmniOpt2 - Tuning: because close enough isn't goo |
| d enough. |
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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=810 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 │ -72 │ -1.9099203310906887 │ 16 │ -79 │ -1.9099203310906887 │ -72 │ 16 │ -131275.18998982 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 10:50:19 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, Started OmniOpt2 run...
2026-01-04 10:50:19 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, getting new HP set (no sbatch)
2026-01-04 10:50:19 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-01-04 10:50:19 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, eval #1/1 start
2026-01-04 10:50:19 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, starting new job
2026-01-04 10:50:19 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, started new job
2026-01-04 10:50:28 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, new result: RESULT: -99489.950175
2026-01-04 10:50:33 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, finishing jobs, finished 1 job
2026-01-04 10:50:33 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, getting new HP set (no sbatch)
2026-01-04 10:50:33 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, requested 1 jobs, got 1, 0.08 s/job
2026-01-04 10:50:33 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, eval #1/1 start
2026-01-04 10:50:33 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, starting new job
2026-01-04 10:50:34 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, started new job
2026-01-04 10:50:43 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -99489.9501752271, new result: RESULT: -131275.189990
2026-01-04 10:50:44 (3b0f4bfc-0f48-427a-92f2-173226fe8912): SOBOL, best RESULT: -131275.18998982, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767523816,784.26171875,27.1
