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
0,1767527119,2,41724207-ee17-4306-88bc-e7442c18ee35,1767527121,1767527127,6,./.tests/optimization_example --int_param='-15' --float_param='-5.56598961353302001953' --choice_param='4' --int_param_two='-12',0,,runnervmdwttx,-15,-12,-5.56598961353302001953125,4,0_0,COMPLETED,SOBOL,-8144.521365132900427852291613817215,-15,-5.56598961353302001953125,-12,4
1,1767527130,2,41724207-ee17-4306-88bc-e7442c18ee35,1767527132,1767527138,6,./.tests/optimization_example --int_param='-61' --float_param='-74.84728274866938591003' --choice_param='hallo' --int_param_two='-66',0,,runnervmdwttx,-61,-66,-74.847282748669371699179464485496,hallo,1_0,COMPLETED,SOBOL,-157677.605623459996422752737998962402,-61,-74.8472827486693859100341796875,-66,hallo
========================================================================
Current git-hash: c8c7eb80218f7ef99495ec4e85e7a68092988de6 (last fully tested stable version 10 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:45:15] 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: 46fe33d2-f7b0-405c-aaa3-330051d12659
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the extreme spo |
| rt of machine learning! |
\ /
=================================================
\
\
\
\
("`-' '-/") .___..--' ' "`-._
` *_ * ) `-. ( ) .`-.__. `)
(_Y_.) ' ._ ) `._` ; `` -. .-'
_.. `--'_..-_/ /--' _ .' ,4
( i l ),-'' ( l i),' ( ( ! .-'
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=844 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -61 │ -66 │ -74.84728274866937 │ hallo │ -61 │ -74.84728274866939 │ -66 │ hallo │ -157677.60562346 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┘
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 11:45:19 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, Started OmniOpt2 run...
2026-01-04 11:45:19 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:45:19 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 11:45:19 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, eval #1/1 start
2026-01-04 11:45:19 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, starting new job
2026-01-04 11:45:19 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, started new job
2026-01-04 11:45:28 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, new result: RESULT: -8144.521365
2026-01-04 11:45:30 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, finishing jobs, finished 1 job
2026-01-04 11:45:30 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, getting new HP set (no sbatch)
2026-01-04 11:45:30 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, requested 1 jobs, got 1, 0.06 s/job
2026-01-04 11:45:30 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, eval #1/1 start
2026-01-04 11:45:30 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, starting new job
2026-01-04 11:45:30 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, started new job
2026-01-04 11:45:39 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -8144.52136513288, new result: RESULT: -157677.605623
2026-01-04 11:45:41 (41724207-ee17-4306-88bc-e7442c18ee35): SOBOL, best RESULT: -157677.60562346, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767527116,756.9375,28.6
